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I used the frequencies of different learning strategies that students mentioned in a 2x2 factorial within design (across 4 different situations) to draw up several plots in R. What I tried to find out was if there is a lot of overlapping variance in two or more strategy types, or if there is one strategy type almost explaining no variance in my data. But now, I do not really know how to comprehensively interpret my plots. I only understand the screeplot and think that the clusplot suggest a 5 factor solution and the cluster plot a three factor solution. Can someone help out?

different plots

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closed as unclear what you're asking by Anony-Mousse, Ferdi, kjetil b halvorsen, Michael Chernick, Peter Flom Sep 24 '18 at 11:35

Please clarify your specific problem or add additional details to highlight exactly what you need. As it's currently written, it’s hard to tell exactly what you're asking. See the How to Ask page for help clarifying this question. If this question can be reworded to fit the rules in the help center, please edit the question.

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    $\begingroup$ There is no KMeans here. This is just a standard scatterplot matrix. $\endgroup$ – Anony-Mousse Sep 24 '18 at 7:58